| Presentation | 2009-11-11 Evaluation of Neuron Selection Techniques for Synchronous Exponential Chaotic Tabu Search for Quadratic Assignment Problems Tetsuo KAWAMURA, Yoshihiko HORIO, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The tabu search was implemented on a neural network with chaotic neuro-dynamics. This chaotic tabu search shows great performance in solving a quadratic assignment problem (QAP). However, analog hardware systems for the chaotic tabu search cannot fully utilize its inherent parallelism because of the sequential update of the neuronal states. To overcome this problem, a synchronous updating scheme where all neurons are updated at the same time was proposed. However, several neurons may fire simultaneously with the synchronous updating. As a result, we cannot determine a candidate for the 2-opt exchange. To solve this problem, neuron selection methods which select one specific neuron among many fired neurons were proposed. This paper compares two of such methods through numerical simulations which consider the effects of noise. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Chaos / Quadratic Assignment Problem / Tabu search |
| Paper # | NLP2009-94 |
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| Conference Information | |
| Committee | NLP |
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| Conference Date | 2009/11/4(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Nonlinear Problems (NLP) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Evaluation of Neuron Selection Techniques for Synchronous Exponential Chaotic Tabu Search for Quadratic Assignment Problems |
| Sub Title (in English) | |
| Keyword(1) | Chaos |
| Keyword(2) | Quadratic Assignment Problem |
| Keyword(3) | Tabu search |
| 1st Author's Name | Tetsuo KAWAMURA |
| 1st Author's Affiliation | Graduate School of Engineering, Tokyo Denki University() |
| 2nd Author's Name | Yoshihiko HORIO |
| 2nd Author's Affiliation | Graduate School of Engineering, Tokyo Denki University |
| Date | 2009-11-11 |
| Paper # | NLP2009-94 |
| Volume (vol) | vol.109 |
| Number (no) | 269 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |